Title :
Underwater cable following by Twin-Burger 2
Author :
Balasuriya, Arjuna ; Ura, Tamaki
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
Abstract :
In this paper, a sensor fusion technique is proposed for autonomous underwater vehicles (AUV) to track underwater cables. The paper discusses the navigation of AUV when cable is invisible in the image, and the selection of the correct cable (interested feature) when there are many similar features appearing in the image. The proposed sensor fusion scheme uses deadreckoning position uncertainty with a 2D position model of the cable to predict the region of interest in the image. This reduces the processing data increasing processing speed and avoids tracking other similar features appearing in the image. The proposed method uses a 2D position model of the cable for AUV navigation when the cable features are invisible in the predicted region. An experiment is conducted to test the performance of the proposed system using the AUV "Twin-Burger 2". The experimental results presented in this paper shows how the proposed method handles the above mentioned practical problems.
Keywords :
computerised navigation; mobile robots; optical tracking; robot vision; sensor fusion; underwater vehicles; 2D position model; AUV navigation; Twin-Burger 2; autonomous underwater vehicles; deadreckoning position uncertainty; sensor fusion; underwater cable following; Communication cables; Image processing; Navigation; Optical sensors; Predictive models; Sensor fusion; Testing; Underwater cables; Underwater tracking; Underwater vehicles;
Conference_Titel :
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on
Print_ISBN :
0-7803-6576-3
DOI :
10.1109/ROBOT.2001.932668